##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142342  40.552%  (97.873% of non-spam corpus)
# Correctly spam:      94432  26.903%  (45.935% of spam corpus)
# False positives:      3093  0.881%  (2.127% of nonspam, 132209 weighted)
# False negatives:    111147  31.665%  (54.065% of spam, 320929 weighted)
# Average score for spam:  6.3    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 2.9
# TOTAL:              351014  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17841  97.81%
# Correctly spam:      11823  45.95%
# False positives:       399  2.19%
# False negatives:     13908  54.05%
# TCR(l=50): 0.759968  SpamRecall: 45.948%  SpamPrec: 96.735%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 141842  97.53%
# Correctly spam:      58032  28.23%
# False positives:      3593  2.47%
# False negatives:    147547  71.77%
# TCR(l=50): 0.628303  SpamRecall: 28.229%  SpamPrec: 94.170%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17794  97.55%
# Correctly spam:       7234  28.11%
# False positives:       446  2.45%
# False negatives:     18497  71.89%
# TCR(l=50): 0.630708  SpamRecall: 28.114%  SpamPrec: 94.193%